Geographical and cultivar features differentiate grape microbiota in Northern Italy and Spain vineyards

Recent studies have highlighted the role of the grapevine microbiome in addressing a wide panel of features, ranging from the signature of field origin to wine quality. Although the influence of cultivar and vineyard environmental conditions in shaping the grape microbiome have already been ascertained, several aspects related to this topic, deserve to be further investigated. In this study, we selected three international diffused grapevine cultivars (Cabernet Sauvignon, Syrah, and Sauvignon Blanc) at three germplasm collections characterized by different climatic conditions [Northern Italy (NI), Italian Alps (AI), and Northern Spain (NS)]. The soil and grape microbiome was characterized by 16s rRNA High Throughput Sequencing (HTS), and the obtained results showed that all grape samples shared some bacterial taxa, regardless of sampling locality (e.g., Bacillus, Methylobacterium, Sphingomonas, and other genera belonging to Alphaproteobacteria, Gammaproteobacteria, and Actinobacteria). However, some Operational Taxonomic Units (OTUs) could act as geographical signatures and in some cases as cultivar fingerprint. Concerning the origin of the grape microbiome, our study confirms that vineyard soil represents a primary reservoir for grape associated bacteria with almost 60% of genera shared between the soil and grape. At each locality, grapevine cultivars shared a core of bacterial genera belonging to the vineyard soil, as well as from other local biodiversity elements such as arthropods inhabiting or foraging in the vineyard. Finally, a machine learning analysis showed that it was possible to predict the geographical origin and cultivar of grape starting from its microbiome composition with a high accuracy (9 cases out of 12 tested samples). Overall, these findings open new perspectives for the development of more comprehensive and integrated research activities to test which environmental variables have an effective role in shaping the microbiome composition and dynamics of cultivated species over time and space.

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Main Authors: Mezzasalma, Valerio, Sandionigi, Anna, Guzzetti, Lorenzo, Galimberti, Andrea, Grando, M. Stella, Tardáguila, Javier, Labra, M.
Other Authors: Mezzasalma, Valerio [0000-0001-7651-4567]
Format: artículo biblioteca
Language:English
Published: Frontiers Media 2018-05-15
Subjects:Fruit microbiome, High throughput sequencing, Soil microbiome, Vitis vinifera, Wine,
Online Access:http://hdl.handle.net/10261/192873
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spelling dig-icvv-es-10261-1928732021-12-28T16:07:59Z Geographical and cultivar features differentiate grape microbiota in Northern Italy and Spain vineyards Mezzasalma, Valerio Sandionigi, Anna Guzzetti, Lorenzo Galimberti, Andrea Grando, M. Stella Tardáguila, Javier Labra, M. Mezzasalma, Valerio [0000-0001-7651-4567] Galimberti, Andrea [0000-0003-3140-3024] Grando, M. Stella [0000-0002-6889-1968] Tardáguila, Javier [0000-0002-6639-8723] Fruit microbiome High throughput sequencing Soil microbiome Vitis vinifera Wine Recent studies have highlighted the role of the grapevine microbiome in addressing a wide panel of features, ranging from the signature of field origin to wine quality. Although the influence of cultivar and vineyard environmental conditions in shaping the grape microbiome have already been ascertained, several aspects related to this topic, deserve to be further investigated. In this study, we selected three international diffused grapevine cultivars (Cabernet Sauvignon, Syrah, and Sauvignon Blanc) at three germplasm collections characterized by different climatic conditions [Northern Italy (NI), Italian Alps (AI), and Northern Spain (NS)]. The soil and grape microbiome was characterized by 16s rRNA High Throughput Sequencing (HTS), and the obtained results showed that all grape samples shared some bacterial taxa, regardless of sampling locality (e.g., Bacillus, Methylobacterium, Sphingomonas, and other genera belonging to Alphaproteobacteria, Gammaproteobacteria, and Actinobacteria). However, some Operational Taxonomic Units (OTUs) could act as geographical signatures and in some cases as cultivar fingerprint. Concerning the origin of the grape microbiome, our study confirms that vineyard soil represents a primary reservoir for grape associated bacteria with almost 60% of genera shared between the soil and grape. At each locality, grapevine cultivars shared a core of bacterial genera belonging to the vineyard soil, as well as from other local biodiversity elements such as arthropods inhabiting or foraging in the vineyard. Finally, a machine learning analysis showed that it was possible to predict the geographical origin and cultivar of grape starting from its microbiome composition with a high accuracy (9 cases out of 12 tested samples). Overall, these findings open new perspectives for the development of more comprehensive and integrated research activities to test which environmental variables have an effective role in shaping the microbiome composition and dynamics of cultivated species over time and space. Peer reviewed 2019-10-18T07:06:43Z 2019-10-18T07:06:43Z 2018-05-15 artículo http://purl.org/coar/resource_type/c_6501 Frontiers in Microbiology 9: 946 (2018) 1664-302X http://hdl.handle.net/10261/192873 10.3389/fmicb.2018.00946 29867854 en Publisher's version http://dx.doi.org/10.3389/fmicb.2018.00946 Sí open Frontiers Media
institution ICVV ES
collection DSpace
country España
countrycode ES
component Bibliográfico
access En linea
databasecode dig-icvv-es
tag biblioteca
region Europa del Sur
libraryname Biblioteca del ICVV España
language English
topic Fruit microbiome
High throughput sequencing
Soil microbiome
Vitis vinifera
Wine
Fruit microbiome
High throughput sequencing
Soil microbiome
Vitis vinifera
Wine
spellingShingle Fruit microbiome
High throughput sequencing
Soil microbiome
Vitis vinifera
Wine
Fruit microbiome
High throughput sequencing
Soil microbiome
Vitis vinifera
Wine
Mezzasalma, Valerio
Sandionigi, Anna
Guzzetti, Lorenzo
Galimberti, Andrea
Grando, M. Stella
Tardáguila, Javier
Labra, M.
Geographical and cultivar features differentiate grape microbiota in Northern Italy and Spain vineyards
description Recent studies have highlighted the role of the grapevine microbiome in addressing a wide panel of features, ranging from the signature of field origin to wine quality. Although the influence of cultivar and vineyard environmental conditions in shaping the grape microbiome have already been ascertained, several aspects related to this topic, deserve to be further investigated. In this study, we selected three international diffused grapevine cultivars (Cabernet Sauvignon, Syrah, and Sauvignon Blanc) at three germplasm collections characterized by different climatic conditions [Northern Italy (NI), Italian Alps (AI), and Northern Spain (NS)]. The soil and grape microbiome was characterized by 16s rRNA High Throughput Sequencing (HTS), and the obtained results showed that all grape samples shared some bacterial taxa, regardless of sampling locality (e.g., Bacillus, Methylobacterium, Sphingomonas, and other genera belonging to Alphaproteobacteria, Gammaproteobacteria, and Actinobacteria). However, some Operational Taxonomic Units (OTUs) could act as geographical signatures and in some cases as cultivar fingerprint. Concerning the origin of the grape microbiome, our study confirms that vineyard soil represents a primary reservoir for grape associated bacteria with almost 60% of genera shared between the soil and grape. At each locality, grapevine cultivars shared a core of bacterial genera belonging to the vineyard soil, as well as from other local biodiversity elements such as arthropods inhabiting or foraging in the vineyard. Finally, a machine learning analysis showed that it was possible to predict the geographical origin and cultivar of grape starting from its microbiome composition with a high accuracy (9 cases out of 12 tested samples). Overall, these findings open new perspectives for the development of more comprehensive and integrated research activities to test which environmental variables have an effective role in shaping the microbiome composition and dynamics of cultivated species over time and space.
author2 Mezzasalma, Valerio [0000-0001-7651-4567]
author_facet Mezzasalma, Valerio [0000-0001-7651-4567]
Mezzasalma, Valerio
Sandionigi, Anna
Guzzetti, Lorenzo
Galimberti, Andrea
Grando, M. Stella
Tardáguila, Javier
Labra, M.
format artículo
topic_facet Fruit microbiome
High throughput sequencing
Soil microbiome
Vitis vinifera
Wine
author Mezzasalma, Valerio
Sandionigi, Anna
Guzzetti, Lorenzo
Galimberti, Andrea
Grando, M. Stella
Tardáguila, Javier
Labra, M.
author_sort Mezzasalma, Valerio
title Geographical and cultivar features differentiate grape microbiota in Northern Italy and Spain vineyards
title_short Geographical and cultivar features differentiate grape microbiota in Northern Italy and Spain vineyards
title_full Geographical and cultivar features differentiate grape microbiota in Northern Italy and Spain vineyards
title_fullStr Geographical and cultivar features differentiate grape microbiota in Northern Italy and Spain vineyards
title_full_unstemmed Geographical and cultivar features differentiate grape microbiota in Northern Italy and Spain vineyards
title_sort geographical and cultivar features differentiate grape microbiota in northern italy and spain vineyards
publisher Frontiers Media
publishDate 2018-05-15
url http://hdl.handle.net/10261/192873
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